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2019
4 Citations (Scopus)

Comparison of Sentinel-2 and Landsat 8 imagery for forest variable prediction in boreal region

Astola, H., Häme, T., Sirro, L., Molinier, M. & Kilpi, J., 15 Mar 2019, In : Remote Sensing of Environment. 223, p. 257-273 17 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Landsat
imagery
prediction
Mean square error
stem

Metsävaratiedon ajantasaistus: Satelliittikuviin perustuva muutostulkinta

Sirro, L., Häme, L., Pitkänen, T. P., Hostikka, A., Törmä, M., Häme, T., Kangas, A., Rauste, Y., Huotari, R. & Norppa, J., 2019, In : Metsätieteen aikakauskirja. 2019, 6 p.

Research output: Contribution to journalOther journal contributionScientific

Open Access

Providing Reference Forest Biomass Data for EO Imagery : A Comparison of Four in-Situ Relascope Measuring Devices In Asturias, Spain

Molinier, M., Tergujeff, R., Toivanen, T., Häme, T., López-Sánchez, C. A., Barrio-Anta, M. & Novo-Fernández, A., 14 Nov 2019, Proceedings of IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium. IEEE Institute of Electrical and Electronic Engineers , p. 8574-8577 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

imagery
biomass
biome
boreal forest
forestry
2018

Bits and biomass: A roadmap to the digitalisation-empowered bioeconomy

Leinonen, A. (ed.), Åkerman, M. (ed.), Kruus, K. (ed.), Asikainen, A. (ed.), Muhonen, T. (ed.), Kohl, J. (ed.), Ala-Ilomäki, J., Arvas, M., Backman, J., Hantula, J., Häme, T., Isto, P., Kangas, A., Lantto, R., Nieminen, K., Nordlund, E., Pastell, M., Peltola, R., Pesonen, L., Pitkänen, J-P. & 7 others, Piri, T., Pusenius, J., Seisto, A., Suomi, P., Utriainen, M., Viiri, H. & Väätäinen, K., 2018, VTT Technical Research Centre of Finland. 51 p. (VTT Visions; No. 12).

Research output: Book/ReportReport

Open Access
Natural resources
Biomass
Raw materials
Production control
Transparency
4 Citations (Scopus)

Potential of Different Optical and SAR Data in Forest and Land Cover Classification to Support REDD+ MRV

Sirro, L., Häme, T., Rauste, Y., Kilpi, J., Hämäläinen, J., Gunia, K., de Jong, B. & Paz Pellat, F., 1 Jun 2018, In : Remote Sensing. 10, 6, 26 p., 942.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
forest cover
land cover
synthetic aperture radar
Landsat thematic mapper
PALSAR
2017

Bittejä ja biomassaa: Tiekartta digitalisaation vauhdittamaan biotalouteen

Leinonen, A. (ed.), Åkerman, M. (ed.), Kruus, K. (ed.), Asikainen, A. (ed.), Muhonen, T. (ed.), Kohl, J. (ed.), Ala-Ilomäki, J., Arvas, M., Backman, J., Hantula, J., Holmala, K., Häme, T., Kangas, A., Isto, P., Lantto, R., Nieminen, K., Pastell, M., Nordlund, E., Peltola, R., Pesonen, L. & 8 others, Pitkänen, J-P., Piri, T., Pusenius, J., Seisto, A., Suomi, P., Utriainen, M., Viiri, H. & Väätäinen, K., 2017, VTT Technical Research Centre of Finland. 103 p. (VTT Visions; No. 11).

Research output: Book/ReportReport

Open Access

Forestry-TEP responds to user needs for sentinel data value adding in cloud

Häme, T., Tergujeff, R., Rauste, Y., Farquhar, C., van Zetten, P., Kershaw, P., de Groof, A., Hämäläinen, J., van Bemmelen, J. & Seifert, F. M., 2017, 2017 conference on Big Data from Space : BiDS’17. European Commission EC, p. 239-242

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientific

Open Access
forestry
transparent exopolymer particle
remote sensing
vegetation mapping
networking
17 Citations (Scopus)

Polarimetric ALOS PALSAR Time Series in Mapping Biomass of Boreal Forests

Antropov, O., Rauste, Y., Häme, T. & Praks, J., 1 Oct 2017, In : Remote Sensing. 9, 10, 999.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
PALSAR
ALOS
boreal forest
synthetic aperture radar
time series
2016
4 Citations (Scopus)

Mapping forest disturbance using long time series of Sentinel-1 data: Case studies over boreal and tropical forests

Antropov, O., Rauste, Y., Väänänen, A., Mutanen, T. & Häme, T., 3 Nov 2016, Geoscience and Remote Sensing Symposium (IGARSS), 2016 IEEE International. IEEE Institute of Electrical and Electronic Engineers , p. 3906 - 3909

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

boreal forest
tropical forest
time series
disturbance
carbon balance

On clear-cut mapping with time-series of Sentinel-1 data in boreal forest

Rauste, Y., Antropov, O., Mutanen, T. & Häme, T., 2016, Proceedings of Living Planet Symposium 2016. European Space Agency ESA, Vol. SP-740.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

boreal forest
Time series
time series
acquisition
Snow
19 Citations (Scopus)

Relasphone - mobile and participative in situ forest biomass measurements supporting satellite image mapping

Molinier, M., López-Sánchez, C. A., Toivanen, T., Korpela, I., Corral-Rivas, J. J., Tergujeff, R. & Häme, T., 2016, In : Remote Sensing. 8, 10, 23 p., 869.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
biomass
forest inventory
basal area
stem
accuracy assessment
2015

Analyzing Forest Inventory Data from Geo-Located Photographs

Toivanen, T., Tergujeff, R., Andersson, K., Molinier, M. & Häme, T., 2015, Geophysical Research Abstracts. Vol. 17. EGU2015-11377-1

Research output: Chapter in Book/Report/Conference proceedingConference abstract in proceedingsScientific

Open Access
forest inventory
photograph
biomass
basal area
image analysis
7 Citations (Scopus)

Citizen science for earth observation: applications in environmental monitoring and disaster response

Kotovirta, V., Toivanen, T., Tergujeff, R., Häme, T. & Molinier, M., 2015, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. International Society for Photogrammetry and Remote Sensing ISPRS, p. 1221-1226

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Open Access
environmental monitoring
disaster
alga
data management
satellite imagery
1 Citation (Scopus)

Combining TanDEM-X and Landsat 8 data for improved mapping of forest biomass

Antropov, O., Rauste, Y., Häme, T. & Praks, J., 12 Nov 2015, Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International. IEEE Institute of Electrical and Electronic Engineers , p. 3862-3865

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

TanDEM-X
Landsat
biomass
stem
synthetic aperture radar

Enabling intelligent copernicus services for carbon and water balance modeling of boreal forest ecosystems - North State

Häme, T., Mutanen, T., Rauste, Y., Antropov, O., Molinier, M., Quegan, S., Kantzas, E., Mäkelä, A., Minunno, F., Benediktsson, J. A., Falco, N., Arnason, K., Storvold, R., Haarpaintner, J., Elsakov, V. & Rasinmäki, J., 2015.

Research output: Contribution to conferenceConference AbstractScientific

carbon balance
boreal forest
forest ecosystem
water budget
carbon
4 Citations (Scopus)

Enabling intelligent copernicus services for carbon and water balance modeling of boreal forest ecosystems - North State

Häme, T., Mutanen, T., Rauste, Y., Antropov, O., Molinier, M., Quegan, S., Kantzas, E., Mäkelä, A., Minunno, F., Benediktsson, J. A., Falco, N., Arnason, K., Storvold, R., Haarpaintner, J., Elsakov, V. & Rasinmäki, J., 2015, Proceedings: 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). IEEE Institute of Electrical and Electronic Engineers , p. 2048-2051

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

carbon balance
boreal forest
forest ecosystem
water budget
carbon

North State: Enabling intelligent GMES services for carbon and water balance modeling of Northern forest ecosystems

Häme, T., Mutanen, T., Mäkelä, A., Quegan, S., Storvold, R., Rasinmäki, J., Elsakov, V. & Benediktsson, J. A., 2015. 3 p.

Research output: Contribution to conferenceConference articleScientific

carbon balance
forest ecosystem
water budget
carbon
modeling
1 Citation (Scopus)

Participative forest in-situ measurements for biomass mapping in satellite images over Durango State, Mexico

Molinier, M., Toivanen, T., Häme, T., López-Sánchez, C., Corral, J. & Vega, D., 12 Nov 2015, Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International. IEEE Institute of Electrical and Electronic Engineers , p. 5391-5394

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

in situ measurement
biomass
biome
image analysis
boreal forest
3 Citations (Scopus)

Selective logging of tropical forests observed using L- and C-band SAR satellite data

Antropov, O., Rauste, Y., Seifert, F. M. & Häme, T., 12 Nov 2015, Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International. IEEE Institute of Electrical and Electronic Engineers , p. 3870-3873

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

selective logging
tropical forest
satellite data
synthetic aperture radar
PALSAR

Supporting forest inventory in Durango, Mexico by combining in-situ data from cellular phones with satellite image mapping

Toivanen, T., Molinier, M., Häme, T., Corral, J., Lopez, C., Vega, D. & Rauste, Y., 2015.

Research output: Contribution to conferenceConference PosterScientific

forest inventory
biomass
remote sensing
forest resource
forest management